Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 2000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 500.1 KiB |
| Average record size in memory | 256.1 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 17 |
| Boolean | 1 |
foreign_worker is highly imbalanced (76.7%) | Imbalance |
other_parties is highly imbalanced (66.6%) | Imbalance |
id is uniformly distributed | Uniform |
id has unique values | Unique |
feat01 has unique values | Unique |
feat02 has unique values | Unique |
feat03 has unique values | Unique |
feat04 has unique values | Unique |
feat05 has unique values | Unique |
feat06 has unique values | Unique |
feat07 has unique values | Unique |
feat08 has unique values | Unique |
feat09 has unique values | Unique |
feat10 has unique values | Unique |
Reproduction
| Analysis started | 2024-01-16 21:56:37.171010 |
|---|---|
| Analysis finished | 2024-01-16 21:56:47.800816 |
| Duration | 10.63 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
id
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1000.5 |
| Minimum | 1 |
|---|---|
| Maximum | 2000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 100.95 |
| Q1 | 500.75 |
| median | 1000.5 |
| Q3 | 1500.25 |
| 95-th percentile | 1900.05 |
| Maximum | 2000 |
| Range | 1999 |
| Interquartile range (IQR) | 999.5 |
Descriptive statistics
| Standard deviation | 577.49459 |
|---|---|
| Coefficient of variation (CV) | 0.57720599 |
| Kurtosis | -1.2 |
| Mean | 1000.5 |
| Median Absolute Deviation (MAD) | 500 |
| Skewness | 0 |
| Sum | 2001000 |
| Variance | 333500 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 1330 | 1 | 0.1% |
| 1343 | 1 | 0.1% |
| 1342 | 1 | 0.1% |
| 1341 | 1 | 0.1% |
| 1340 | 1 | 0.1% |
| 1339 | 1 | 0.1% |
| 1338 | 1 | 0.1% |
| 1337 | 1 | 0.1% |
| 1336 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 2000 | 1 | |
| 1999 | 1 | |
| 1998 | 1 | |
| 1997 | 1 | |
| 1996 | 1 | |
| 1995 | 1 | |
| 1994 | 1 | |
| 1993 | 1 | |
| 1992 | 1 | |
| 1991 | 1 |
age
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.326 |
| Minimum | 19 |
|---|---|
| Maximum | 75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 27 |
| median | 33 |
| Q3 | 42 |
| 95-th percentile | 59 |
| Maximum | 75 |
| Range | 56 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.232756 |
|---|---|
| Coefficient of variation (CV) | 0.31797419 |
| Kurtosis | 0.64411663 |
| Mean | 35.326 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.0351368 |
| Sum | 70652 |
| Variance | 126.17481 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 110 | 5.5% |
| 26 | 100 | 5.0% |
| 23 | 95 | 4.8% |
| 24 | 94 | 4.7% |
| 31 | 88 | 4.4% |
| 28 | 81 | 4.0% |
| 36 | 80 | 4.0% |
| 32 | 77 | 3.9% |
| 30 | 76 | 3.8% |
| 29 | 76 | 3.8% |
| Other values (43) | 1123 |
| Value | Count | Frequency (%) |
| 19 | 5 | 0.2% |
| 20 | 30 | 1.5% |
| 21 | 28 | 1.4% |
| 22 | 55 | |
| 23 | 95 | |
| 24 | 94 | |
| 25 | 74 | |
| 26 | 100 | |
| 27 | 110 | |
| 28 | 81 |
| Value | Count | Frequency (%) |
| 75 | 3 | 0.1% |
| 74 | 7 | |
| 70 | 3 | 0.1% |
| 68 | 4 | 0.2% |
| 67 | 8 | |
| 66 | 8 | |
| 65 | 10 | |
| 64 | 11 | |
| 63 | 14 | |
| 62 | 6 |
checking_status
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 'no checking' | |
|---|---|
| '<0' | |
| '0<=X<200' | |
| '>=200' |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 9.2065 |
| Min length | 4 |
Characters and Unicode
| Total characters | 18413 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 'no checking' |
|---|---|
| 2nd row | 'no checking' |
| 3rd row | 'no checking' |
| 4th row | 'no checking' |
| 5th row | 'no checking' |
Common Values
| Value | Count | Frequency (%) |
| 'no checking' | 765 | |
| '<0' | 584 | |
| '0<=X<200' | 525 | |
| '>=200' | 126 | 6.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 765 | |
| checking | 765 | |
| 0 | 584 | |
| 0<=x<200 | 525 | |
| 200 | 126 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| ' | 4000 | |
| 0 | 2411 | |
| < | 1634 | |
| n | 1530 | 8.3% |
| c | 1530 | 8.3% |
| o | 765 | 4.2% |
| 765 | 4.2% | |
| h | 765 | 4.2% |
| e | 765 | 4.2% |
| k | 765 | 4.2% |
| Other values (6) | 3483 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7650 | |
| Other Punctuation | 4000 | |
| Decimal Number | 3062 | |
| Math Symbol | 2411 | 13.1% |
| Space Separator | 765 | 4.2% |
| Uppercase Letter | 525 | 2.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 1530 | |
| c | 1530 | |
| o | 765 | |
| h | 765 | |
| e | 765 | |
| k | 765 | |
| i | 765 | |
| g | 765 |
Math Symbol
| Value | Count | Frequency (%) |
| < | 1634 | |
| = | 651 | 27.0% |
| > | 126 | 5.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2411 | |
| 2 | 651 | 21.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 4000 |
Space Separator
| Value | Count | Frequency (%) |
| 765 |
Uppercase Letter
| Value | Count | Frequency (%) |
| X | 525 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10238 | |
| Latin | 8175 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 1530 | |
| c | 1530 | |
| o | 765 | |
| h | 765 | |
| e | 765 | |
| k | 765 | |
| i | 765 | |
| g | 765 | |
| X | 525 | 6.4% |
Common
| Value | Count | Frequency (%) |
| ' | 4000 | |
| 0 | 2411 | |
| < | 1634 | |
| 765 | 7.5% | |
| = | 651 | 6.4% |
| 2 | 651 | 6.4% |
| > | 126 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18413 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ' | 4000 | |
| 0 | 2411 | |
| < | 1634 | |
| n | 1530 | 8.3% |
| c | 1530 | 8.3% |
| o | 765 | 4.2% |
| 765 | 4.2% | |
| h | 765 | 4.2% |
| e | 765 | 4.2% |
| k | 765 | 4.2% |
| Other values (6) | 3483 |
class
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| good | |
|---|---|
| bad |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.691 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7382 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | good |
|---|---|
| 2nd row | good |
| 3rd row | good |
| 4th row | good |
| 5th row | good |
Common Values
| Value | Count | Frequency (%) |
| good | 1382 | |
| bad | 618 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| good | 1382 | |
| bad | 618 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 2764 | |
| d | 2000 | |
| g | 1382 | |
| b | 618 | 8.4% |
| a | 618 | 8.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7382 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 2764 | |
| d | 2000 | |
| g | 1382 | |
| b | 618 | 8.4% |
| a | 618 | 8.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7382 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 2764 | |
| d | 2000 | |
| g | 1382 | |
| b | 618 | 8.4% |
| a | 618 | 8.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7382 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 2764 | |
| d | 2000 | |
| g | 1382 | |
| b | 618 | 8.4% |
| a | 618 | 8.4% |
credit_amount
Real number (ℝ)
| Distinct | 1684 |
|---|---|
| Distinct (%) | 84.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3238.904 |
| Minimum | 250 |
|---|---|
| Maximum | 18412 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 250 |
|---|---|
| 5-th percentile | 641.95 |
| Q1 | 1370.5 |
| median | 2258 |
| Q3 | 3990.75 |
| 95-th percentile | 9066.25 |
| Maximum | 18412 |
| Range | 18162 |
| Interquartile range (IQR) | 2620.25 |
Descriptive statistics
| Standard deviation | 2809.6835 |
|---|---|
| Coefficient of variation (CV) | 0.86747971 |
| Kurtosis | 3.9635044 |
| Mean | 3238.904 |
| Median Absolute Deviation (MAD) | 1102 |
| Skewness | 1.8857482 |
| Sum | 6477808 |
| Variance | 7894321.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 250 | 15 | 0.8% |
| 440 | 4 | 0.2% |
| 1082 | 4 | 0.2% |
| 1981 | 4 | 0.2% |
| 1425 | 4 | 0.2% |
| 1289 | 4 | 0.2% |
| 2580 | 3 | 0.1% |
| 2618 | 3 | 0.1% |
| 2110 | 3 | 0.1% |
| 784 | 3 | 0.1% |
| Other values (1674) | 1953 |
| Value | Count | Frequency (%) |
| 250 | 15 | |
| 255 | 1 | 0.1% |
| 266 | 1 | 0.1% |
| 271 | 1 | 0.1% |
| 280 | 1 | 0.1% |
| 281 | 1 | 0.1% |
| 291 | 1 | 0.1% |
| 307 | 1 | 0.1% |
| 314 | 1 | 0.1% |
| 317 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 18412 | 1 | |
| 18257 | 1 | |
| 16316 | 1 | |
| 15946 | 1 | |
| 15854 | 1 | |
| 15824 | 1 | |
| 15547 | 1 | |
| 15397 | 1 | |
| 14891 | 1 | |
| 14819 | 1 |
credit_history
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 'existing paid' | |
|---|---|
| 'critical/other existing credit' | |
| 'delayed previously' | |
| 'all paid' | 99 |
| 'no credits/all paid' | 76 |
Length
| Max length | 32 |
|---|---|
| Median length | 15 |
| Mean length | 20.461 |
| Min length | 10 |
Characters and Unicode
| Total characters | 40922 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 'existing paid' |
|---|---|
| 2nd row | 'delayed previously' |
| 3rd row | 'critical/other existing credit' |
| 4th row | 'delayed previously' |
| 5th row | 'existing paid' |
Common Values
| Value | Count | Frequency (%) |
| 'existing paid' | 1056 | |
| 'critical/other existing credit' | 593 | |
| 'delayed previously' | 176 | 8.8% |
| 'all paid' | 99 | 5.0% |
| 'no credits/all paid' | 76 | 3.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| existing | 1649 | |
| paid | 1231 | |
| critical/other | 593 | 12.7% |
| credit | 593 | 12.7% |
| delayed | 176 | 3.8% |
| previously | 176 | 3.8% |
| all | 99 | 2.1% |
| no | 76 | 1.6% |
| credits/all | 76 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 6560 | |
| ' | 4000 | 9.8% |
| t | 3504 | 8.6% |
| e | 3439 | 8.4% |
| 2669 | 6.5% | |
| d | 2252 | 5.5% |
| a | 2175 | 5.3% |
| r | 2031 | 5.0% |
| s | 1901 | 4.6% |
| c | 1855 | 4.5% |
| Other values (11) | 10536 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 33584 | |
| Other Punctuation | 4669 | 11.4% |
| Space Separator | 2669 | 6.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 6560 | |
| t | 3504 | |
| e | 3439 | |
| d | 2252 | 6.7% |
| a | 2175 | 6.5% |
| r | 2031 | 6.0% |
| s | 1901 | 5.7% |
| c | 1855 | 5.5% |
| n | 1725 | 5.1% |
| g | 1649 | 4.9% |
| Other values (8) | 6493 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 4000 | |
| / | 669 | 14.3% |
Space Separator
| Value | Count | Frequency (%) |
| 2669 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 33584 | |
| Common | 7338 | 17.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 6560 | |
| t | 3504 | |
| e | 3439 | |
| d | 2252 | 6.7% |
| a | 2175 | 6.5% |
| r | 2031 | 6.0% |
| s | 1901 | 5.7% |
| c | 1855 | 5.5% |
| n | 1725 | 5.1% |
| g | 1649 | 4.9% |
| Other values (8) | 6493 |
Common
| Value | Count | Frequency (%) |
| ' | 4000 | |
| 2669 | ||
| / | 669 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40922 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 6560 | |
| ' | 4000 | 9.8% |
| t | 3504 | 8.6% |
| e | 3439 | 8.4% |
| 2669 | 6.5% | |
| d | 2252 | 5.5% |
| a | 2175 | 5.3% |
| r | 2031 | 5.0% |
| s | 1901 | 4.6% |
| c | 1855 | 4.5% |
| Other values (11) | 10536 |
duration
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.7055 |
| Minimum | 4 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 12 |
| median | 18 |
| Q3 | 24 |
| 95-th percentile | 48 |
| Maximum | 72 |
| Range | 68 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 11.960531 |
|---|---|
| Coefficient of variation (CV) | 0.57764994 |
| Kurtosis | 0.94822467 |
| Mean | 20.7055 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.0996627 |
| Sum | 41411 |
| Variance | 143.0543 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 366 | |
| 12 | 362 | |
| 18 | 226 | |
| 36 | 166 | |
| 6 | 154 | |
| 15 | 128 | 6.4% |
| 9 | 100 | 5.0% |
| 48 | 97 | 4.9% |
| 30 | 79 | 4.0% |
| 21 | 60 | 3.0% |
| Other values (23) | 262 |
| Value | Count | Frequency (%) |
| 4 | 14 | 0.7% |
| 5 | 2 | 0.1% |
| 6 | 154 | |
| 7 | 7 | 0.4% |
| 8 | 15 | 0.8% |
| 9 | 100 | 5.0% |
| 10 | 58 | 2.9% |
| 11 | 20 | 1.0% |
| 12 | 362 | |
| 13 | 9 | 0.4% |
| Value | Count | Frequency (%) |
| 72 | 2 | 0.1% |
| 60 | 24 | 1.2% |
| 54 | 3 | 0.1% |
| 48 | 97 | |
| 47 | 1 | 0.1% |
| 45 | 7 | 0.4% |
| 42 | 22 | 1.1% |
| 40 | 3 | 0.1% |
| 39 | 6 | 0.3% |
| 36 | 166 |
employment
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| '1<=X<4' | |
|---|---|
| '>=7' | |
| '4<=X<7' | |
| '<1' | |
| unemployed |
Length
| Max length | 10 |
|---|---|
| Median length | 8 |
| Mean length | 6.72 |
| Min length | 4 |
Characters and Unicode
| Total characters | 13440 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | '>=7' |
|---|---|
| 2nd row | '4<=X<7' |
| 3rd row | '>=7' |
| 4th row | '1<=X<4' |
| 5th row | '4<=X<7' |
Common Values
| Value | Count | Frequency (%) |
| '1<=X<4' | 694 | |
| '>=7' | 478 | |
| '4<=X<7' | 365 | |
| '<1' | 342 | |
| unemployed | 121 | 6.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1<=x<4 | 694 | |
| 7 | 478 | |
| 4<=x<7 | 365 | |
| 1 | 342 | |
| unemployed | 121 | 6.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| ' | 3758 | |
| < | 2460 | |
| = | 1537 | |
| X | 1059 | 7.9% |
| 4 | 1059 | 7.9% |
| 1 | 1036 | 7.7% |
| 7 | 843 | 6.3% |
| > | 478 | 3.6% |
| e | 242 | 1.8% |
| l | 121 | 0.9% |
| Other values (7) | 847 | 6.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Math Symbol | 4475 | |
| Other Punctuation | 3758 | |
| Decimal Number | 2938 | |
| Lowercase Letter | 1210 | 9.0% |
| Uppercase Letter | 1059 | 7.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 242 | |
| l | 121 | |
| y | 121 | |
| o | 121 | |
| u | 121 | |
| p | 121 | |
| m | 121 | |
| n | 121 | |
| d | 121 |
Math Symbol
| Value | Count | Frequency (%) |
| < | 2460 | |
| = | 1537 | |
| > | 478 | 10.7% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 1059 | |
| 1 | 1036 | |
| 7 | 843 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 3758 |
Uppercase Letter
| Value | Count | Frequency (%) |
| X | 1059 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 11171 | |
| Latin | 2269 | 16.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| X | 1059 | |
| e | 242 | 10.7% |
| l | 121 | 5.3% |
| y | 121 | 5.3% |
| o | 121 | 5.3% |
| u | 121 | 5.3% |
| p | 121 | 5.3% |
| m | 121 | 5.3% |
| n | 121 | 5.3% |
| d | 121 | 5.3% |
Common
| Value | Count | Frequency (%) |
| ' | 3758 | |
| < | 2460 | |
| = | 1537 | |
| 4 | 1059 | 9.5% |
| 1 | 1036 | 9.3% |
| 7 | 843 | 7.5% |
| > | 478 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13440 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ' | 3758 | |
| < | 2460 | |
| = | 1537 | |
| X | 1059 | 7.9% |
| 4 | 1059 | 7.9% |
| 1 | 1036 | 7.7% |
| 7 | 843 | 6.3% |
| > | 478 | 3.6% |
| e | 242 | 1.8% |
| l | 121 | 0.9% |
| Other values (7) | 847 | 6.3% |
existing_credits
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 63 |
| 4 | 12 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1253 | |
| 2 | 672 | |
| 3 | 63 | 3.1% |
| 4 | 12 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1253 | |
| 2 | 672 | |
| 3 | 63 | 3.1% |
| 4 | 12 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1253 | |
| 2 | 672 | |
| 3 | 63 | 3.1% |
| 4 | 12 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1253 | |
| 2 | 672 | |
| 3 | 63 | 3.1% |
| 4 | 12 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1253 | |
| 2 | 672 | |
| 3 | 63 | 3.1% |
| 4 | 12 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1253 | |
| 2 | 672 | |
| 3 | 63 | 3.1% |
| 4 | 12 | 0.6% |
feat01
Real number (ℝ)
UNIQUE 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.46380843 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.21958448 |
| Q1 | 0.35930148 |
| median | 0.46202594 |
| Q3 | 0.56625547 |
| 95-th percentile | 0.71389551 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.20695399 |
Descriptive statistics
| Standard deviation | 0.15196741 |
|---|---|
| Coefficient of variation (CV) | 0.32765125 |
| Kurtosis | -0.11673989 |
| Mean | 0.46380843 |
| Median Absolute Deviation (MAD) | 0.10361271 |
| Skewness | 0.10866473 |
| Sum | 927.61686 |
| Variance | 0.023094095 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2398984278 | 1 | 0.1% |
| 0.2953242772 | 1 | 0.1% |
| 0.4860486759 | 1 | 0.1% |
| 0.45615754 | 1 | 0.1% |
| 0.5996993404 | 1 | 0.1% |
| 0.4503090515 | 1 | 0.1% |
| 0.3256915759 | 1 | 0.1% |
| 0.4998882231 | 1 | 0.1% |
| 0.4116441579 | 1 | 0.1% |
| 0.7284594134 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.01303784679 | 1 | |
| 0.02577123511 | 1 | |
| 0.03571668804 | 1 | |
| 0.04762137859 | 1 | |
| 0.06034892084 | 1 | |
| 0.08160078391 | 1 | |
| 0.0912368217 | 1 | |
| 0.09212543608 | 1 | |
| 0.09386725769 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9475428754 | 1 | |
| 0.9255986779 | 1 | |
| 0.9123538945 | 1 | |
| 0.9032285253 | 1 | |
| 0.8929741526 | 1 | |
| 0.8817804143 | 1 | |
| 0.8813787542 | 1 | |
| 0.8690458544 | 1 | |
| 0.8588361041 | 1 |
feat02
Real number (ℝ)
UNIQUE 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57660683 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.37670584 |
| Q1 | 0.50845687 |
| median | 0.57965906 |
| Q3 | 0.65324003 |
| 95-th percentile | 0.76570688 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.14478316 |
Descriptive statistics
| Standard deviation | 0.11629093 |
|---|---|
| Coefficient of variation (CV) | 0.20168149 |
| Kurtosis | 0.88073334 |
| Mean | 0.57660683 |
| Median Absolute Deviation (MAD) | 0.0724858 |
| Skewness | -0.31785322 |
| Sum | 1153.2137 |
| Variance | 0.013523579 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6142302019 | 1 | 0.1% |
| 0.5617704607 | 1 | 0.1% |
| 0.915239038 | 1 | 0.1% |
| 0.4846403118 | 1 | 0.1% |
| 0.3978838968 | 1 | 0.1% |
| 0.6175251976 | 1 | 0.1% |
| 0.5379019504 | 1 | 0.1% |
| 0.3557253858 | 1 | 0.1% |
| 0.7182678736 | 1 | 0.1% |
| 0.4505633814 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.07065612562 | 1 | |
| 0.128671487 | 1 | |
| 0.1354354399 | 1 | |
| 0.1391260955 | 1 | |
| 0.1456761813 | 1 | |
| 0.1657218849 | 1 | |
| 0.1808587005 | 1 | |
| 0.214097843 | 1 | |
| 0.2191159137 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9803092994 | 1 | |
| 0.9225789963 | 1 | |
| 0.915239038 | 1 | |
| 0.8983802866 | 1 | |
| 0.8897000511 | 1 | |
| 0.8857042666 | 1 | |
| 0.8731498265 | 1 | |
| 0.8674734822 | 1 | |
| 0.8612673628 | 1 |
feat03
Real number (ℝ)
UNIQUE 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0362634 |
| Minimum | 0.092220848 |
|---|---|
| Maximum | 1.8410465 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.092220848 |
|---|---|
| 5-th percentile | 0.50337588 |
| Q1 | 0.78537352 |
| median | 1.0401109 |
| Q3 | 1.2881796 |
| 95-th percentile | 1.5517694 |
| Maximum | 1.8410465 |
| Range | 1.7488257 |
| Interquartile range (IQR) | 0.50280608 |
Descriptive statistics
| Standard deviation | 0.32766316 |
|---|---|
| Coefficient of variation (CV) | 0.3161968 |
| Kurtosis | -0.65495837 |
| Mean | 1.0362634 |
| Median Absolute Deviation (MAD) | 0.25047039 |
| Skewness | -0.081636236 |
| Sum | 2072.5267 |
| Variance | 0.10736315 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.309658621 | 1 | 0.1% |
| 0.9141307935 | 1 | 0.1% |
| 0.6024412314 | 1 | 0.1% |
| 0.8433159892 | 1 | 0.1% |
| 0.750806052 | 1 | 0.1% |
| 1.064716429 | 1 | 0.1% |
| 1.46552358 | 1 | 0.1% |
| 0.9713447508 | 1 | 0.1% |
| 1.161073356 | 1 | 0.1% |
| 1.49815327 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 0.09222084757 | 1 | |
| 0.1102000459 | 1 | |
| 0.1195705855 | 1 | |
| 0.2308731058 | 1 | |
| 0.2352024594 | 1 | |
| 0.2421304017 | 1 | |
| 0.2481220301 | 1 | |
| 0.2488679834 | 1 | |
| 0.2498380404 | 1 | |
| 0.2501291486 | 1 |
| Value | Count | Frequency (%) |
| 1.84104654 | 1 | |
| 1.820551743 | 1 | |
| 1.81863373 | 1 | |
| 1.786289997 | 1 | |
| 1.776601662 | 1 | |
| 1.768208552 | 1 | |
| 1.766911381 | 1 | |
| 1.76632784 | 1 | |
| 1.757625422 | 1 | |
| 1.749985058 | 1 |
feat04
Real number (ℝ)
UNIQUE 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.98356392 |
| Minimum | 0.12481399 |
|---|---|
| Maximum | 1.8776639 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.12481399 |
|---|---|
| 5-th percentile | 0.46846648 |
| Q1 | 0.73626214 |
| median | 0.99070768 |
| Q3 | 1.2314109 |
| 95-th percentile | 1.487849 |
| Maximum | 1.8776639 |
| Range | 1.75285 |
| Interquartile range (IQR) | 0.49514879 |
Descriptive statistics
| Standard deviation | 0.32138874 |
|---|---|
| Coefficient of variation (CV) | 0.32675938 |
| Kurtosis | -0.78185124 |
| Mean | 0.98356392 |
| Median Absolute Deviation (MAD) | 0.25019848 |
| Skewness | -0.055675667 |
| Sum | 1967.1278 |
| Variance | 0.10329072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9764457258 | 1 | 0.1% |
| 1.437547263 | 1 | 0.1% |
| 1.318420991 | 1 | 0.1% |
| 1.018432569 | 1 | 0.1% |
| 1.326229483 | 1 | 0.1% |
| 1.099438935 | 1 | 0.1% |
| 1.19238331 | 1 | 0.1% |
| 0.7946874808 | 1 | 0.1% |
| 0.6352639852 | 1 | 0.1% |
| 0.9948328081 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 0.1248139871 | 1 | |
| 0.1463171125 | 1 | |
| 0.1897647828 | 1 | |
| 0.2006078398 | 1 | |
| 0.2010651066 | 1 | |
| 0.2367038524 | 1 | |
| 0.2460220052 | 1 | |
| 0.2473846713 | 1 | |
| 0.2607777121 | 1 | |
| 0.2613713767 | 1 |
| Value | Count | Frequency (%) |
| 1.877663941 | 1 | |
| 1.799240539 | 1 | |
| 1.784405638 | 1 | |
| 1.748792312 | 1 | |
| 1.740584316 | 1 | |
| 1.682527802 | 1 | |
| 1.671119286 | 1 | |
| 1.669082043 | 1 | |
| 1.668377219 | 1 | |
| 1.652761714 | 1 |
feat05
Real number (ℝ)
UNIQUE 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.98682419 |
| Minimum | 0.081459654 |
|---|---|
| Maximum | 1.8781879 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.081459654 |
|---|---|
| 5-th percentile | 0.46174148 |
| Q1 | 0.72837858 |
| median | 0.97899226 |
| Q3 | 1.242919 |
| 95-th percentile | 1.5351376 |
| Maximum | 1.8781879 |
| Range | 1.7967283 |
| Interquartile range (IQR) | 0.5145404 |
Descriptive statistics
| Standard deviation | 0.33473211 |
|---|---|
| Coefficient of variation (CV) | 0.33920136 |
| Kurtosis | -0.70739714 |
| Mean | 0.98682419 |
| Median Absolute Deviation (MAD) | 0.25618023 |
| Skewness | 0.010293335 |
| Sum | 1973.6484 |
| Variance | 0.11204558 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7099717159 | 1 | 0.1% |
| 1.093334768 | 1 | 0.1% |
| 0.9654023844 | 1 | 0.1% |
| 0.6701074655 | 1 | 0.1% |
| 1.544046191 | 1 | 0.1% |
| 0.6893069911 | 1 | 0.1% |
| 1.07426875 | 1 | 0.1% |
| 0.931735424 | 1 | 0.1% |
| 0.4810747262 | 1 | 0.1% |
| 0.8449231847 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 0.08145965407 | 1 | |
| 0.1037076624 | 1 | |
| 0.1058619264 | 1 | |
| 0.1246123251 | 1 | |
| 0.1338336509 | 1 | |
| 0.1755747317 | 1 | |
| 0.1761897585 | 1 | |
| 0.1835692315 | 1 | |
| 0.1985862508 | 1 | |
| 0.2141448008 | 1 |
| Value | Count | Frequency (%) |
| 1.878187934 | 1 | |
| 1.873369965 | 1 | |
| 1.773040175 | 1 | |
| 1.765111439 | 1 | |
| 1.760482142 | 1 | |
| 1.758384959 | 1 | |
| 1.758084732 | 1 | |
| 1.755375761 | 1 | |
| 1.750100523 | 1 | |
| 1.747165182 | 1 |
feat06
Real number (ℝ)
UNIQUE 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0169259 |
| Minimum | 0.16234566 |
|---|---|
| Maximum | 1.8433808 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.16234566 |
|---|---|
| 5-th percentile | 0.49527726 |
| Q1 | 0.76799539 |
| median | 1.0247149 |
| Q3 | 1.263423 |
| 95-th percentile | 1.5220678 |
| Maximum | 1.8433808 |
| Range | 1.6810351 |
| Interquartile range (IQR) | 0.49542765 |
Descriptive statistics
| Standard deviation | 0.32049382 |
|---|---|
| Coefficient of variation (CV) | 0.31515947 |
| Kurtosis | -0.74669601 |
| Mean | 1.0169259 |
| Median Absolute Deviation (MAD) | 0.24957399 |
| Skewness | -0.043081085 |
| Sum | 2033.8518 |
| Variance | 0.10271629 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5697096285 | 1 | 0.1% |
| 1.323234778 | 1 | 0.1% |
| 1.249414149 | 1 | 0.1% |
| 0.9147314151 | 1 | 0.1% |
| 0.9503955334 | 1 | 0.1% |
| 1.272661217 | 1 | 0.1% |
| 1.31528423 | 1 | 0.1% |
| 1.357362696 | 1 | 0.1% |
| 1.162946247 | 1 | 0.1% |
| 1.229982419 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 0.162345661 | 1 | |
| 0.1775384731 | 1 | |
| 0.2080852952 | 1 | |
| 0.2175219811 | 1 | |
| 0.2344850641 | 1 | |
| 0.2559564259 | 1 | |
| 0.2587082471 | 1 | |
| 0.2608127729 | 1 | |
| 0.2619666619 | 1 | |
| 0.2696971823 | 1 |
| Value | Count | Frequency (%) |
| 1.843380806 | 1 | |
| 1.79723531 | 1 | |
| 1.781262729 | 1 | |
| 1.767118688 | 1 | |
| 1.764654933 | 1 | |
| 1.750193221 | 1 | |
| 1.747027309 | 1 | |
| 1.739690189 | 1 | |
| 1.723407031 | 1 | |
| 1.701963076 | 1 |
feat07
Real number (ℝ)
UNIQUE 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97558017 |
| Minimum | 0.10901861 |
|---|---|
| Maximum | 1.8088549 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.10901861 |
|---|---|
| 5-th percentile | 0.4501102 |
| Q1 | 0.71586471 |
| median | 0.97861019 |
| Q3 | 1.2337301 |
| 95-th percentile | 1.4930485 |
| Maximum | 1.8088549 |
| Range | 1.6998363 |
| Interquartile range (IQR) | 0.51786535 |
Descriptive statistics
| Standard deviation | 0.32907026 |
|---|---|
| Coefficient of variation (CV) | 0.33730724 |
| Kurtosis | -0.75460802 |
| Mean | 0.97558017 |
| Median Absolute Deviation (MAD) | 0.25808476 |
| Skewness | 0.001021948 |
| Sum | 1951.1603 |
| Variance | 0.10828723 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9508351096 | 1 | 0.1% |
| 0.7390934747 | 1 | 0.1% |
| 1.718746312 | 1 | 0.1% |
| 1.045999774 | 1 | 0.1% |
| 1.030333539 | 1 | 0.1% |
| 1.187348207 | 1 | 0.1% |
| 0.9535704999 | 1 | 0.1% |
| 1.630964703 | 1 | 0.1% |
| 0.9068550023 | 1 | 0.1% |
| 0.6225975465 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 0.1090186149 | 1 | |
| 0.1406046886 | 1 | |
| 0.1865862602 | 1 | |
| 0.2060372116 | 1 | |
| 0.2166989075 | 1 | |
| 0.2198584608 | 1 | |
| 0.2287012131 | 1 | |
| 0.2401029731 | 1 | |
| 0.2426106374 | 1 | |
| 0.2497997504 | 1 |
| Value | Count | Frequency (%) |
| 1.808854866 | 1 | |
| 1.796121509 | 1 | |
| 1.788255529 | 1 | |
| 1.764542335 | 1 | |
| 1.761704114 | 1 | |
| 1.747396812 | 1 | |
| 1.740450025 | 1 | |
| 1.734727301 | 1 | |
| 1.733844591 | 1 | |
| 1.73042806 | 1 |
feat08
Real number (ℝ)
UNIQUE 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0148103 |
| Minimum | 0.1014964 |
|---|---|
| Maximum | 1.8176515 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.1014964 |
|---|---|
| 5-th percentile | 0.5004645 |
| Q1 | 0.76173397 |
| median | 1.0161181 |
| Q3 | 1.2605098 |
| 95-th percentile | 1.5323617 |
| Maximum | 1.8176515 |
| Range | 1.716155 |
| Interquartile range (IQR) | 0.49877581 |
Descriptive statistics
| Standard deviation | 0.32048267 |
|---|---|
| Coefficient of variation (CV) | 0.3158055 |
| Kurtosis | -0.73665607 |
| Mean | 1.0148103 |
| Median Absolute Deviation (MAD) | 0.25039096 |
| Skewness | -0.00020516267 |
| Sum | 2029.6206 |
| Variance | 0.10270914 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5814581661 | 1 | 0.1% |
| 1.005689318 | 1 | 0.1% |
| 1.106400368 | 1 | 0.1% |
| 1.351283482 | 1 | 0.1% |
| 1.283614183 | 1 | 0.1% |
| 1.195009648 | 1 | 0.1% |
| 1.085618271 | 1 | 0.1% |
| 1.245496205 | 1 | 0.1% |
| 1.100557673 | 1 | 0.1% |
| 1.02512063 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 0.1014964018 | 1 | |
| 0.1796227233 | 1 | |
| 0.2305087229 | 1 | |
| 0.2389526753 | 1 | |
| 0.2518917234 | 1 | |
| 0.252605619 | 1 | |
| 0.2656711154 | 1 | |
| 0.2738333656 | 1 | |
| 0.2759850812 | 1 | |
| 0.2785597736 | 1 |
| Value | Count | Frequency (%) |
| 1.81765145 | 1 | |
| 1.815153158 | 1 | |
| 1.781565706 | 1 | |
| 1.750064255 | 1 | |
| 1.73681281 | 1 | |
| 1.731686279 | 1 | |
| 1.708982969 | 1 | |
| 1.704882956 | 1 | |
| 1.703995246 | 1 | |
| 1.702876312 | 1 |
feat09
Real number (ℝ)
UNIQUE 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.98300027 |
| Minimum | 0.14762559 |
|---|---|
| Maximum | 1.9575205 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.14762559 |
|---|---|
| 5-th percentile | 0.46215155 |
| Q1 | 0.72939323 |
| median | 0.98232479 |
| Q3 | 1.2388684 |
| 95-th percentile | 1.4986618 |
| Maximum | 1.9575205 |
| Range | 1.8098949 |
| Interquartile range (IQR) | 0.50947516 |
Descriptive statistics
| Standard deviation | 0.32329693 |
|---|---|
| Coefficient of variation (CV) | 0.32888794 |
| Kurtosis | -0.74965397 |
| Mean | 0.98300027 |
| Median Absolute Deviation (MAD) | 0.25442091 |
| Skewness | 0.0038846067 |
| Sum | 1966.0005 |
| Variance | 0.1045209 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7804830712 | 1 | 0.1% |
| 0.6750215028 | 1 | 0.1% |
| 0.6437708266 | 1 | 0.1% |
| 1.369157003 | 1 | 0.1% |
| 1.102114554 | 1 | 0.1% |
| 0.994823918 | 1 | 0.1% |
| 1.020888845 | 1 | 0.1% |
| 1.362078951 | 1 | 0.1% |
| 0.6630857657 | 1 | 0.1% |
| 0.495098946 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 0.1476255899 | 1 | |
| 0.1701565356 | 1 | |
| 0.1793598737 | 1 | |
| 0.1841430741 | 1 | |
| 0.1958970806 | 1 | |
| 0.1980614381 | 1 | |
| 0.2274805217 | 1 | |
| 0.2276228134 | 1 | |
| 0.255110882 | 1 | |
| 0.2606577808 | 1 |
| Value | Count | Frequency (%) |
| 1.957520539 | 1 | |
| 1.77860816 | 1 | |
| 1.72978283 | 1 | |
| 1.721810834 | 1 | |
| 1.718660003 | 1 | |
| 1.718353369 | 1 | |
| 1.714843135 | 1 | |
| 1.714066814 | 1 | |
| 1.703434196 | 1 | |
| 1.6958625 | 1 |
feat10
Real number (ℝ)
UNIQUE 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5054663 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.26138515 |
| Q1 | 0.40767553 |
| median | 0.50575331 |
| Q3 | 0.60072289 |
| 95-th percentile | 0.73849414 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.19304737 |
Descriptive statistics
| Standard deviation | 0.14513357 |
|---|---|
| Coefficient of variation (CV) | 0.28712808 |
| Kurtosis | 0.1447056 |
| Mean | 0.5054663 |
| Median Absolute Deviation (MAD) | 0.096758469 |
| Skewness | 0.011502807 |
| Sum | 1010.9326 |
| Variance | 0.021063753 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.483015696 | 1 | 0.1% |
| 0.2563189799 | 1 | 0.1% |
| 0.6063909164 | 1 | 0.1% |
| 0.4509566908 | 1 | 0.1% |
| 0.8044699298 | 1 | 0.1% |
| 0.7525056404 | 1 | 0.1% |
| 0.3776318794 | 1 | 0.1% |
| 0.6526625646 | 1 | 0.1% |
| 0.4405957064 | 1 | 0.1% |
| 0.5516968308 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.01755914126 | 1 | |
| 0.02869647038 | 1 | |
| 0.08773995037 | 1 | |
| 0.09091151016 | 1 | |
| 0.09255494225 | 1 | |
| 0.1162187482 | 1 | |
| 0.1336508328 | 1 | |
| 0.1347043418 | 1 | |
| 0.1347076462 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9621882888 | 1 | |
| 0.9562910225 | 1 | |
| 0.9486153634 | 1 | |
| 0.9485468191 | 1 | |
| 0.9291979016 | 1 | |
| 0.9234644965 | 1 | |
| 0.9228921468 | 1 | |
| 0.917108482 | 1 | |
| 0.9136572644 | 1 |
foreign_worker
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 KiB |
| True | |
|---|---|
| False | 76 |
| Value | Count | Frequency (%) |
| True | 1924 | |
| False | 76 | 3.8% |
housing
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| own | |
|---|---|
| rent | |
| 'for free' |
Length
| Max length | 10 |
|---|---|
| Median length | 3 |
| Mean length | 3.908 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7816 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | own |
|---|---|
| 2nd row | own |
| 3rd row | own |
| 4th row | own |
| 5th row | own |
Common Values
| Value | Count | Frequency (%) |
| own | 1444 | |
| rent | 346 | 17.3% |
| 'for free' | 210 | 10.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| own | 1444 | |
| rent | 346 | 15.7% |
| for | 210 | 9.5% |
| free | 210 | 9.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1790 | |
| o | 1654 | |
| w | 1444 | |
| r | 766 | |
| e | 766 | |
| ' | 420 | 5.4% |
| f | 420 | 5.4% |
| t | 346 | 4.4% |
| 210 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7186 | |
| Other Punctuation | 420 | 5.4% |
| Space Separator | 210 | 2.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 1790 | |
| o | 1654 | |
| w | 1444 | |
| r | 766 | |
| e | 766 | |
| f | 420 | 5.8% |
| t | 346 | 4.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 420 |
Space Separator
| Value | Count | Frequency (%) |
| 210 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7186 | |
| Common | 630 | 8.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 1790 | |
| o | 1654 | |
| w | 1444 | |
| r | 766 | |
| e | 766 | |
| f | 420 | 5.8% |
| t | 346 | 4.8% |
Common
| Value | Count | Frequency (%) |
| ' | 420 | |
| 210 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7816 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 1790 | |
| o | 1654 | |
| w | 1444 | |
| r | 766 | |
| e | 766 | |
| ' | 420 | 5.4% |
| f | 420 | 5.4% |
| t | 346 | 4.4% |
| 210 | 2.7% |
installment_commitment
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 4 | |
|---|---|
| 2 | |
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 4 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 978 | |
| 2 | 455 | |
| 3 | 304 | 15.2% |
| 1 | 263 | 13.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 978 | |
| 2 | 455 | |
| 3 | 304 | 15.2% |
| 1 | 263 | 13.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 978 | |
| 2 | 455 | |
| 3 | 304 | 15.2% |
| 1 | 263 | 13.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 978 | |
| 2 | 455 | |
| 3 | 304 | 15.2% |
| 1 | 263 | 13.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 978 | |
| 2 | 455 | |
| 3 | 304 | 15.2% |
| 1 | 263 | 13.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 978 | |
| 2 | 455 | |
| 3 | 304 | 15.2% |
| 1 | 263 | 13.2% |
job
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| skilled | |
|---|---|
| 'unskilled resident' | |
| 'high qualif/self emp/mgmt' | |
| 'unemp/unskilled non res' | 40 |
Length
| Max length | 27 |
|---|---|
| Median length | 7 |
| Mean length | 12.9415 |
| Min length | 7 |
Characters and Unicode
| Total characters | 25883 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | skilled |
|---|---|
| 2nd row | skilled |
| 3rd row | 'unskilled resident' |
| 4th row | skilled |
| 5th row | skilled |
Common Values
| Value | Count | Frequency (%) |
| skilled | 1258 | |
| 'unskilled resident' | 411 | 20.5% |
| 'high qualif/self emp/mgmt' | 291 | 14.5% |
| 'unemp/unskilled non res' | 40 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| skilled | 1258 | |
| unskilled | 411 | 13.4% |
| resident | 411 | 13.4% |
| high | 291 | 9.5% |
| qualif/self | 291 | 9.5% |
| emp/mgmt | 291 | 9.5% |
| unemp/unskilled | 40 | 1.3% |
| non | 40 | 1.3% |
| res | 40 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 4000 | |
| e | 3193 | |
| i | 2702 | |
| s | 2451 | |
| d | 2120 | |
| k | 1709 | 6.6% |
| ' | 1484 | 5.7% |
| 1073 | 4.1% | |
| n | 982 | 3.8% |
| m | 913 | 3.5% |
| Other values (11) | 5256 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 22704 | |
| Other Punctuation | 2106 | 8.1% |
| Space Separator | 1073 | 4.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 4000 | |
| e | 3193 | |
| i | 2702 | |
| s | 2451 | |
| d | 2120 | |
| k | 1709 | |
| n | 982 | 4.3% |
| m | 913 | 4.0% |
| u | 782 | 3.4% |
| t | 702 | 3.1% |
| Other values (8) | 3150 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 1484 | |
| / | 622 |
Space Separator
| Value | Count | Frequency (%) |
| 1073 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 22704 | |
| Common | 3179 | 12.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 4000 | |
| e | 3193 | |
| i | 2702 | |
| s | 2451 | |
| d | 2120 | |
| k | 1709 | |
| n | 982 | 4.3% |
| m | 913 | 4.0% |
| u | 782 | 3.4% |
| t | 702 | 3.1% |
| Other values (8) | 3150 |
Common
| Value | Count | Frequency (%) |
| ' | 1484 | |
| 1073 | ||
| / | 622 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25883 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 4000 | |
| e | 3193 | |
| i | 2702 | |
| s | 2451 | |
| d | 2120 | |
| k | 1709 | 6.6% |
| ' | 1484 | 5.7% |
| 1073 | 4.1% | |
| n | 982 | 3.8% |
| m | 913 | 3.5% |
| Other values (11) | 5256 |
num_dependents
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1694 | |
| 2 | 306 | 15.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1694 | |
| 2 | 306 | 15.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1694 | |
| 2 | 306 | 15.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1694 | |
| 2 | 306 | 15.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1694 | |
| 2 | 306 | 15.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1694 | |
| 2 | 306 | 15.3% |
other_parties
Categorical
IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| none | |
|---|---|
| guarantor | 104 |
| 'co applicant' | 78 |
Length
| Max length | 14 |
|---|---|
| Median length | 4 |
| Mean length | 4.65 |
| Min length | 4 |
Characters and Unicode
| Total characters | 9300 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 1818 | |
| guarantor | 104 | 5.2% |
| 'co applicant' | 78 | 3.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 1818 | |
| guarantor | 104 | 5.0% |
| co | 78 | 3.8% |
| applicant | 78 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 3818 | |
| o | 2000 | |
| e | 1818 | |
| a | 364 | 3.9% |
| r | 208 | 2.2% |
| t | 182 | 2.0% |
| ' | 156 | 1.7% |
| c | 156 | 1.7% |
| p | 156 | 1.7% |
| g | 104 | 1.1% |
| Other values (4) | 338 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9066 | |
| Other Punctuation | 156 | 1.7% |
| Space Separator | 78 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 3818 | |
| o | 2000 | |
| e | 1818 | |
| a | 364 | 4.0% |
| r | 208 | 2.3% |
| t | 182 | 2.0% |
| c | 156 | 1.7% |
| p | 156 | 1.7% |
| g | 104 | 1.1% |
| u | 104 | 1.1% |
| Other values (2) | 156 | 1.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 156 |
Space Separator
| Value | Count | Frequency (%) |
| 78 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9066 | |
| Common | 234 | 2.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 3818 | |
| o | 2000 | |
| e | 1818 | |
| a | 364 | 4.0% |
| r | 208 | 2.3% |
| t | 182 | 2.0% |
| c | 156 | 1.7% |
| p | 156 | 1.7% |
| g | 104 | 1.1% |
| u | 104 | 1.1% |
| Other values (2) | 156 | 1.7% |
Common
| Value | Count | Frequency (%) |
| ' | 156 | |
| 78 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9300 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 3818 | |
| o | 2000 | |
| e | 1818 | |
| a | 364 | 3.9% |
| r | 208 | 2.2% |
| t | 182 | 2.0% |
| ' | 156 | 1.7% |
| c | 156 | 1.7% |
| p | 156 | 1.7% |
| g | 104 | 1.1% |
| Other values (4) | 338 | 3.6% |
other_payment_plans
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| none | |
|---|---|
| bank | |
| stores | 99 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.099 |
| Min length | 4 |
Characters and Unicode
| Total characters | 8198 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 1634 | |
| bank | 267 | 13.4% |
| stores | 99 | 5.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 1634 | |
| bank | 267 | 13.4% |
| stores | 99 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 3535 | |
| o | 1733 | |
| e | 1733 | |
| b | 267 | 3.3% |
| a | 267 | 3.3% |
| k | 267 | 3.3% |
| s | 198 | 2.4% |
| t | 99 | 1.2% |
| r | 99 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8198 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 3535 | |
| o | 1733 | |
| e | 1733 | |
| b | 267 | 3.3% |
| a | 267 | 3.3% |
| k | 267 | 3.3% |
| s | 198 | 2.4% |
| t | 99 | 1.2% |
| r | 99 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8198 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 3535 | |
| o | 1733 | |
| e | 1733 | |
| b | 267 | 3.3% |
| a | 267 | 3.3% |
| k | 267 | 3.3% |
| s | 198 | 2.4% |
| t | 99 | 1.2% |
| r | 99 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8198 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 3535 | |
| o | 1733 | |
| e | 1733 | |
| b | 267 | 3.3% |
| a | 267 | 3.3% |
| k | 267 | 3.3% |
| s | 198 | 2.4% |
| t | 99 | 1.2% |
| r | 99 | 1.2% |
own_telephone
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| none | |
|---|---|
| yes |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.587 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7174 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | yes |
Common Values
| Value | Count | Frequency (%) |
| none | 1174 | |
| yes | 826 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 1174 | |
| yes | 826 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2348 | |
| e | 2000 | |
| o | 1174 | |
| y | 826 | 11.5% |
| s | 826 | 11.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7174 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 2348 | |
| e | 2000 | |
| o | 1174 | |
| y | 826 | 11.5% |
| s | 826 | 11.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7174 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 2348 | |
| e | 2000 | |
| o | 1174 | |
| y | 826 | 11.5% |
| s | 826 | 11.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7174 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 2348 | |
| e | 2000 | |
| o | 1174 | |
| y | 826 | 11.5% |
| s | 826 | 11.5% |
personal_status
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 'male single' | |
|---|---|
| 'female div/dep/mar' | |
| 'male mar/wid' | |
| 'male div/sep' | 105 |
Length
| Max length | 20 |
|---|---|
| Median length | 13 |
| Mean length | 15.4145 |
| Min length | 13 |
Characters and Unicode
| Total characters | 30829 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 'male single' |
|---|---|
| 2nd row | 'female div/dep/mar' |
| 3rd row | 'male single' |
| 4th row | 'female div/dep/mar' |
| 5th row | 'female div/dep/mar' |
Common Values
| Value | Count | Frequency (%) |
| 'male single' | 1065 | |
| 'female div/dep/mar' | 649 | |
| 'male mar/wid' | 181 | 9.0% |
| 'male div/sep' | 105 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 1351 | |
| single | 1065 | |
| female | 649 | |
| div/dep/mar | 649 | |
| mar/wid | 181 | 4.5% |
| div/sep | 105 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4468 | |
| ' | 4000 | |
| l | 3065 | |
| a | 2830 | |
| m | 2830 | |
| 2000 | 6.5% | |
| i | 2000 | 6.5% |
| d | 1584 | 5.1% |
| / | 1584 | 5.1% |
| s | 1170 | 3.8% |
| Other values (7) | 5298 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23245 | |
| Other Punctuation | 5584 | 18.1% |
| Space Separator | 2000 | 6.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4468 | |
| l | 3065 | |
| a | 2830 | |
| m | 2830 | |
| i | 2000 | |
| d | 1584 | 6.8% |
| s | 1170 | 5.0% |
| n | 1065 | 4.6% |
| g | 1065 | 4.6% |
| r | 830 | 3.6% |
| Other values (4) | 2338 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 4000 | |
| / | 1584 | 28.4% |
Space Separator
| Value | Count | Frequency (%) |
| 2000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23245 | |
| Common | 7584 | 24.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4468 | |
| l | 3065 | |
| a | 2830 | |
| m | 2830 | |
| i | 2000 | |
| d | 1584 | 6.8% |
| s | 1170 | 5.0% |
| n | 1065 | 4.6% |
| g | 1065 | 4.6% |
| r | 830 | 3.6% |
| Other values (4) | 2338 |
Common
| Value | Count | Frequency (%) |
| ' | 4000 | |
| 2000 | ||
| / | 1584 | 20.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30829 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 4468 | |
| ' | 4000 | |
| l | 3065 | |
| a | 2830 | |
| m | 2830 | |
| 2000 | 6.5% | |
| i | 2000 | 6.5% |
| d | 1584 | 5.1% |
| / | 1584 | 5.1% |
| s | 1170 | 3.8% |
| Other values (7) | 5298 |
property_magnitude
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| car | |
|---|---|
| 'real estate' | |
| 'life insurance' | |
| 'no known property' |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 11.28 |
| Min length | 3 |
Characters and Unicode
| Total characters | 22560 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 'real estate' |
|---|---|
| 2nd row | 'life insurance' |
| 3rd row | 'real estate' |
| 4th row | 'real estate' |
| 5th row | 'real estate' |
Common Values
| Value | Count | Frequency (%) |
| car | 668 | |
| 'real estate' | 561 | |
| 'life insurance' | 462 | |
| 'no known property' | 309 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| car | 668 | |
| real | 561 | |
| estate | 561 | |
| life | 462 | |
| insurance | 462 | |
| no | 309 | |
| known | 309 | |
| property | 309 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2916 | |
| ' | 2664 | |
| r | 2309 | |
| a | 2252 | |
| n | 1851 | |
| 1641 | 7.3% | |
| t | 1431 | 6.3% |
| c | 1130 | 5.0% |
| l | 1023 | 4.5% |
| s | 1023 | 4.5% |
| Other values (8) | 4320 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 18255 | |
| Other Punctuation | 2664 | 11.8% |
| Space Separator | 1641 | 7.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2916 | |
| r | 2309 | |
| a | 2252 | |
| n | 1851 | |
| t | 1431 | |
| c | 1130 | 6.2% |
| l | 1023 | 5.6% |
| s | 1023 | 5.6% |
| o | 927 | 5.1% |
| i | 924 | 5.1% |
| Other values (6) | 2469 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 2664 |
Space Separator
| Value | Count | Frequency (%) |
| 1641 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 18255 | |
| Common | 4305 | 19.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 2916 | |
| r | 2309 | |
| a | 2252 | |
| n | 1851 | |
| t | 1431 | |
| c | 1130 | 6.2% |
| l | 1023 | 5.6% |
| s | 1023 | 5.6% |
| o | 927 | 5.1% |
| i | 924 | 5.1% |
| Other values (6) | 2469 |
Common
| Value | Count | Frequency (%) |
| ' | 2664 | |
| 1641 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22560 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 2916 | |
| ' | 2664 | |
| r | 2309 | |
| a | 2252 | |
| n | 1851 | |
| 1641 | 7.3% | |
| t | 1431 | 6.3% |
| c | 1130 | 5.0% |
| l | 1023 | 4.5% |
| s | 1023 | 4.5% |
| Other values (8) | 4320 |
purpose
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| radio/tv | |
|---|---|
| 'new car' | |
| furniture/equipment | |
| business | |
| 'used car' | |
| Other values (5) |
Length
| Max length | 20 |
|---|---|
| Median length | 19 |
| Mean length | 10.5635 |
| Min length | 5 |
Characters and Unicode
| Total characters | 21127 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | furniture/equipment |
|---|---|
| 2nd row | furniture/equipment |
| 3rd row | 'new car' |
| 4th row | radio/tv |
| 5th row | radio/tv |
Common Values
| Value | Count | Frequency (%) |
| radio/tv | 563 | |
| 'new car' | 466 | |
| furniture/equipment | 356 | |
| business | 211 | 10.5% |
| 'used car' | 183 | 9.2% |
| education | 95 | 4.8% |
| repairs | 51 | 2.5% |
| 'domestic appliance' | 31 | 1.6% |
| other | 25 | 1.2% |
| retraining | 19 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| car | 649 | |
| radio/tv | 563 | |
| new | 466 | |
| furniture/equipment | 356 | |
| business | 211 | 7.9% |
| used | 183 | 6.8% |
| education | 95 | 3.5% |
| repairs | 51 | 1.9% |
| domestic | 31 | 1.2% |
| appliance | 31 | 1.2% |
| Other values (2) | 44 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2180 | 10.3% |
| r | 2089 | 9.9% |
| i | 1732 | 8.2% |
| u | 1557 | 7.4% |
| n | 1553 | 7.4% |
| t | 1445 | 6.8% |
| a | 1439 | 6.8% |
| ' | 1360 | 6.4% |
| / | 919 | 4.3% |
| s | 898 | 4.3% |
| Other values (14) | 5955 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 18168 | |
| Other Punctuation | 2279 | 10.8% |
| Space Separator | 680 | 3.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2180 | |
| r | 2089 | |
| i | 1732 | |
| u | 1557 | |
| n | 1553 | |
| t | 1445 | |
| a | 1439 | |
| s | 898 | 4.9% |
| d | 872 | 4.8% |
| c | 806 | 4.4% |
| Other values (11) | 3597 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 1360 | |
| / | 919 |
Space Separator
| Value | Count | Frequency (%) |
| 680 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 18168 | |
| Common | 2959 | 14.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 2180 | |
| r | 2089 | |
| i | 1732 | |
| u | 1557 | |
| n | 1553 | |
| t | 1445 | |
| a | 1439 | |
| s | 898 | 4.9% |
| d | 872 | 4.8% |
| c | 806 | 4.4% |
| Other values (11) | 3597 |
Common
| Value | Count | Frequency (%) |
| ' | 1360 | |
| / | 919 | |
| 680 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21127 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 2180 | 10.3% |
| r | 2089 | 9.9% |
| i | 1732 | 8.2% |
| u | 1557 | 7.4% |
| n | 1553 | 7.4% |
| t | 1445 | 6.8% |
| a | 1439 | 6.8% |
| ' | 1360 | 6.4% |
| / | 919 | 4.3% |
| s | 898 | 4.3% |
| Other values (14) | 5955 |
residence_since
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 4 | |
|---|---|
| 2 | |
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 818 | |
| 2 | 617 | |
| 3 | 289 | 14.4% |
| 1 | 276 | 13.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 818 | |
| 2 | 617 | |
| 3 | 289 | 14.4% |
| 1 | 276 | 13.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 818 | |
| 2 | 617 | |
| 3 | 289 | 14.4% |
| 1 | 276 | 13.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 818 | |
| 2 | 617 | |
| 3 | 289 | 14.4% |
| 1 | 276 | 13.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 818 | |
| 2 | 617 | |
| 3 | 289 | 14.4% |
| 1 | 276 | 13.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 818 | |
| 2 | 617 | |
| 3 | 289 | 14.4% |
| 1 | 276 | 13.8% |
savings_status
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| '<100' | |
|---|---|
| 'no known savings' | |
| '100<=X<500' | |
| '500<=X<1000' | |
| '>=1000' | 93 |
Length
| Max length | 18 |
|---|---|
| Median length | 6 |
| Mean length | 9.313 |
| Min length | 6 |
Characters and Unicode
| Total characters | 18626 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | '<100' |
|---|---|
| 2nd row | '>=1000' |
| 3rd row | '<100' |
| 4th row | '<100' |
| 5th row | '100<=X<500' |
Common Values
| Value | Count | Frequency (%) |
| '<100' | 1213 | |
| 'no known savings' | 357 | 17.8% |
| '100<=X<500' | 203 | 10.2% |
| '500<=X<1000' | 134 | 6.7% |
| '>=1000' | 93 | 4.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 100 | 1213 | |
| no | 357 | 13.2% |
| known | 357 | 13.2% |
| savings | 357 | 13.2% |
| 100<=x<500 | 203 | 7.5% |
| 500<=x<1000 | 134 | 4.9% |
| 1000 | 93 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4187 | |
| ' | 4000 | |
| < | 1887 | |
| 1 | 1643 | 8.8% |
| n | 1428 | 7.7% |
| 714 | 3.8% | |
| s | 714 | 3.8% |
| o | 714 | 3.8% |
| = | 430 | 2.3% |
| k | 357 | 1.9% |
| Other values (8) | 2552 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6167 | |
| Lowercase Letter | 4998 | |
| Other Punctuation | 4000 | |
| Math Symbol | 2410 | 12.9% |
| Space Separator | 714 | 3.8% |
| Uppercase Letter | 337 | 1.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 1428 | |
| s | 714 | |
| o | 714 | |
| k | 357 | 7.1% |
| w | 357 | 7.1% |
| a | 357 | 7.1% |
| v | 357 | 7.1% |
| i | 357 | 7.1% |
| g | 357 | 7.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4187 | |
| 1 | 1643 | 26.6% |
| 5 | 337 | 5.5% |
Math Symbol
| Value | Count | Frequency (%) |
| < | 1887 | |
| = | 430 | 17.8% |
| > | 93 | 3.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 4000 |
Space Separator
| Value | Count | Frequency (%) |
| 714 |
Uppercase Letter
| Value | Count | Frequency (%) |
| X | 337 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13291 | |
| Latin | 5335 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 1428 | |
| s | 714 | |
| o | 714 | |
| k | 357 | 6.7% |
| w | 357 | 6.7% |
| a | 357 | 6.7% |
| v | 357 | 6.7% |
| i | 357 | 6.7% |
| g | 357 | 6.7% |
| X | 337 | 6.3% |
Common
| Value | Count | Frequency (%) |
| 0 | 4187 | |
| ' | 4000 | |
| < | 1887 | |
| 1 | 1643 | 12.4% |
| 714 | 5.4% | |
| = | 430 | 3.2% |
| 5 | 337 | 2.5% |
| > | 93 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18626 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4187 | |
| ' | 4000 | |
| < | 1887 | |
| 1 | 1643 | 8.8% |
| n | 1428 | 7.7% |
| 714 | 3.8% | |
| s | 714 | 3.8% |
| o | 714 | 3.8% |
| = | 430 | 2.3% |
| k | 357 | 1.9% |
| Other values (8) | 2552 |
| id | age | checking_status | class | credit_amount | credit_history | duration | employment | existing_credits | feat01 | feat02 | feat03 | feat04 | feat05 | feat06 | feat07 | feat08 | feat09 | feat10 | foreign_worker | housing | installment_commitment | job | num_dependents | other_parties | other_payment_plans | own_telephone | personal_status | property_magnitude | purpose | residence_since | savings_status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 50 | 'no checking' | good | 2319 | 'existing paid' | 21 | '>=7' | 2 | 0.239898 | 0.614230 | 1.309659 | 0.976446 | 0.709972 | 0.569710 | 0.950835 | 0.581458 | 0.780483 | 0.483016 | yes | own | 4 | skilled | 1 | none | none | none | 'male single' | 'real estate' | furniture/equipment | 2 | '<100' |
| 1 | 2 | 30 | 'no checking' | good | 1163 | 'delayed previously' | 15 | '4<=X<7' | 2 | 0.521139 | 0.790472 | 1.452737 | 1.200229 | 1.202883 | 0.957488 | 0.514971 | 1.179969 | 1.138019 | 0.327573 | yes | own | 3 | skilled | 1 | none | none | none | 'female div/dep/mar' | 'life insurance' | furniture/equipment | 2 | '>=1000' |
| 2 | 3 | 32 | 'no checking' | good | 1502 | 'critical/other existing credit' | 10 | '>=7' | 2 | 0.286838 | 0.541756 | 0.957340 | 0.855904 | 0.544296 | 1.140319 | 1.038906 | 1.497293 | 1.130536 | 0.481874 | no | own | 3 | 'unskilled resident' | 2 | none | none | none | 'male single' | 'real estate' | 'new car' | 4 | '<100' |
| 3 | 4 | 34 | 'no checking' | good | 4436 | 'delayed previously' | 36 | '1<=X<4' | 2 | 0.430937 | 0.531140 | 0.941830 | 1.163647 | 1.170490 | 1.339195 | 0.979320 | 0.532072 | 1.084628 | 0.630284 | yes | own | 4 | skilled | 1 | none | none | none | 'female div/dep/mar' | 'real estate' | radio/tv | 4 | '<100' |
| 4 | 5 | 21 | 'no checking' | good | 10155 | 'existing paid' | 60 | '4<=X<7' | 1 | 0.439643 | 0.602667 | 1.108556 | 0.763794 | 1.025325 | 0.633543 | 0.845510 | 1.039955 | 1.256199 | 0.518012 | yes | own | 2 | skilled | 1 | none | none | yes | 'female div/dep/mar' | 'real estate' | radio/tv | 4 | '100<=X<500' |
| 5 | 6 | 25 | 'no checking' | good | 3413 | 'existing paid' | 24 | '<1' | 2 | 0.429684 | 0.586526 | 0.633763 | 1.035822 | 0.660274 | 0.792228 | 0.951895 | 1.334639 | 0.768894 | 0.401252 | yes | own | 4 | skilled | 1 | none | none | none | 'male single' | car | radio/tv | 2 | 'no known savings' |
| 6 | 7 | 36 | '0<=X<200' | good | 2235 | 'existing paid' | 24 | '>=7' | 1 | 0.338625 | 0.584341 | 0.691584 | 1.198905 | 1.430205 | 0.716409 | 1.110204 | 1.547122 | 1.409425 | 0.632783 | yes | 'for free' | 4 | skilled | 1 | none | bank | yes | 'male single' | 'no known property' | 'used car' | 4 | 'no known savings' |
| 7 | 8 | 25 | '<0' | good | 3555 | 'existing paid' | 18 | '4<=X<7' | 1 | 0.633844 | 0.493861 | 1.161881 | 1.396779 | 1.508145 | 0.439002 | 0.544152 | 0.579732 | 1.151994 | 0.407196 | yes | own | 4 | skilled | 1 | guarantor | none | none | 'female div/dep/mar' | 'real estate' | radio/tv | 1 | '<100' |
| 8 | 9 | 21 | 'no checking' | good | 1805 | 'existing paid' | 6 | '1<=X<4' | 1 | 0.601777 | 0.467686 | 1.109313 | 1.242805 | 1.206597 | 0.975847 | 1.255188 | 1.527651 | 1.352436 | 0.610364 | yes | rent | 1 | skilled | 1 | none | none | none | 'male mar/wid' | 'life insurance' | furniture/equipment | 2 | '<100' |
| 9 | 10 | 36 | '0<=X<200' | good | 2756 | 'critical/other existing credit' | 36 | '>=7' | 1 | 0.552575 | 0.569347 | 1.129418 | 0.357105 | 1.547772 | 1.404249 | 0.843165 | 1.317188 | 0.967642 | 0.487436 | yes | own | 4 | skilled | 1 | none | none | none | 'male single' | 'real estate' | radio/tv | 4 | '<100' |
| id | age | checking_status | class | credit_amount | credit_history | duration | employment | existing_credits | feat01 | feat02 | feat03 | feat04 | feat05 | feat06 | feat07 | feat08 | feat09 | feat10 | foreign_worker | housing | installment_commitment | job | num_dependents | other_parties | other_payment_plans | own_telephone | personal_status | property_magnitude | purpose | residence_since | savings_status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1990 | 1991 | 37 | 'no checking' | good | 2987 | 'critical/other existing credit' | 4 | '4<=X<7' | 1 | 0.603080 | 0.535283 | 0.871507 | 1.319105 | 0.249768 | 1.418624 | 0.698511 | 0.977654 | 0.979041 | 0.445986 | yes | own | 1 | skilled | 2 | none | none | none | 'female div/dep/mar' | 'real estate' | 'new car' | 1 | '<100' |
| 1991 | 1992 | 38 | 'no checking' | good | 1041 | 'critical/other existing credit' | 12 | unemployed | 1 | 0.330075 | 0.548886 | 0.607944 | 1.073728 | 0.667739 | 1.604560 | 0.566747 | 1.128315 | 0.940773 | 0.556918 | yes | own | 1 | 'unemp/unskilled non res' | 1 | none | none | none | 'female div/dep/mar' | 'life insurance' | 'new car' | 2 | '<100' |
| 1992 | 1993 | 36 | 'no checking' | good | 3143 | 'existing paid' | 36 | '1<=X<4' | 1 | 0.780744 | 0.616969 | 1.083461 | 0.666149 | 1.257762 | 1.525378 | 0.456949 | 1.305849 | 0.488896 | 0.574030 | yes | own | 4 | skilled | 1 | none | none | none | 'male single' | 'real estate' | 'new car' | 4 | 'no known savings' |
| 1993 | 1994 | 32 | '0<=X<200' | good | 6369 | 'existing paid' | 12 | '4<=X<7' | 1 | 0.480246 | 0.792733 | 0.604115 | 1.293010 | 0.943512 | 0.977109 | 0.846810 | 1.327557 | 0.471408 | 0.540818 | yes | own | 2 | skilled | 1 | none | none | none | 'male single' | car | 'new car' | 2 | '<100' |
| 1994 | 1995 | 34 | '0<=X<200' | good | 3070 | 'critical/other existing credit' | 24 | '4<=X<7' | 2 | 0.225914 | 0.593408 | 1.041295 | 1.140428 | 1.027678 | 0.851480 | 0.826904 | 1.211814 | 0.899365 | 0.652175 | yes | own | 4 | skilled | 2 | none | none | yes | 'male single' | 'no known property' | business | 3 | 'no known savings' |
| 1995 | 1996 | 30 | '0<=X<200' | good | 1743 | 'existing paid' | 6 | '<1' | 1 | 0.353228 | 0.462341 | 1.220412 | 1.293362 | 1.230140 | 0.966704 | 0.755107 | 1.134505 | 0.802961 | 0.587993 | yes | rent | 4 | 'high qualif/self emp/mgmt' | 1 | none | none | yes | 'male mar/wid' | car | radio/tv | 3 | '<100' |
| 1996 | 1997 | 24 | '<0' | bad | 2994 | 'existing paid' | 18 | '1<=X<4' | 1 | 0.644627 | 0.543670 | 1.042481 | 0.843688 | 1.276910 | 0.701436 | 1.054715 | 1.354913 | 1.208314 | 0.728793 | yes | own | 2 | skilled | 1 | none | none | none | 'female div/dep/mar' | 'real estate' | radio/tv | 2 | '<100' |
| 1997 | 1998 | 26 | 'no checking' | good | 1255 | 'existing paid' | 12 | '1<=X<4' | 1 | 0.597782 | 0.590675 | 1.227255 | 0.958295 | 1.352260 | 1.366599 | 1.003674 | 1.131058 | 1.237568 | 0.542453 | no | own | 2 | skilled | 1 | none | none | yes | 'male mar/wid' | 'real estate' | business | 2 | '<100' |
| 1998 | 1999 | 39 | 'no checking' | good | 1637 | 'existing paid' | 12 | '>=7' | 1 | 0.462609 | 0.519158 | 0.620429 | 0.574631 | 1.215588 | 0.817983 | 0.640342 | 1.183838 | 0.753062 | 0.281654 | yes | own | 4 | 'high qualif/self emp/mgmt' | 1 | none | none | yes | 'male single' | car | 'new car' | 4 | '<100' |
| 1999 | 2000 | 55 | 'no checking' | good | 1439 | 'existing paid' | 12 | '4<=X<7' | 1 | 0.506794 | 0.470218 | 0.850547 | 0.795268 | 0.951419 | 0.749332 | 0.735016 | 1.120562 | 1.373723 | 0.615641 | no | own | 3 | skilled | 1 | none | none | none | 'male single' | 'life insurance' | 'used car' | 2 | '>=1000' |